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1. Central-PM Central-PM Public

   Central Piecewise Mechanism for Numeric Queries

   Jupyter Notebook

2. EnhancedDOSS EnhancedDOSS Public

   Differentially Private Mechanisms Using Enhanced Direction-Oriented Smooth Sensitivity

   Jupyter Notebook

3. Generalized-PM Generalized-PM Public

   Generalization and Enhancement of Piecewise Mechanism for Collecting Multidimensional Data

   Jupyter Notebook 1

4. DOSS DOSS Public

   Direction-Oriented Smooth Sensitivity and Its Application to Genomic Statistical Analysis

   Jupyter Notebook

5. Optimized-RR Optimized-RR Public

   Privacy-Optimized Randomized Response for Sharing Multi-Attribute Data

   Jupyter Notebook 1

6. Smooth-Private-Selection Smooth-Private-Selection Public

   Differentially Private Selection using Smooth Sensitivity

   Jupyter Notebook